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Metrics Evaluation

Metrics Evaluation

Learn different metrics for model evaluations.

Metrics evaluation

In practice, it’s common that the model performs well during offline evaluation but does not perform well when in production. Therefore, it is important to measure model performance in both on and offline environments.

Offline metrics

  • During offline training and evaluating, we use metrics like logloss, MAEMean Absolute Error
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